Cloud · head to head
DeepInfra vs Poe

DeepInfra
Cloud
Low-cost cloud API for running open-source AI models
- From
- $0.08/month
- Free plan
- No

Poe
AI
Chat platform that gives access to many AI models from one subscription
- From
- Free
- Free plan
- Yes
The short version
- Only Poe has a free tier, so it costs nothing to try first.
- Each has a real cost: DeepInfra focuses on inference hosting rather than fine-tuning or full training pipelines that competitors like Fireworks AI offer.; Poe points-based pricing makes cost per message hard to predict across models.
- They diverge on capability: DeepInfra covers Open model hosting, Poe covers Multi-model chat.
- Prices and features above were last checked on 29 August 2026.
Where they differ
Only the attributes on which DeepInfra and Poe actually diverge.
Identical on both: user rating (Not yet rated).
What each one covers
Drawn from each product's published feature list. An absence here means we hold no record of it - not that the product lacks it.
Only in DeepInfra
- Open model hosting
- Pay-per-token pricing
- Long context support
- DeepCluster
- Zero retention policy
- Real-time metrics
Only in Poe
- Multi-model chat
- Custom bots
- Image and video generation
- Points-based usage
- API access for bot creators
What people use each for
The jobs each tool is most often brought in to do.
DeepInfra
- Running open-source LLM inference without managing GPUsnot Poe
- Serving speech and image generation models via APInot Poe
- Cost-sensitive production inference at scalenot Poe
- Reserved GPU capacity via DeepCluster for steady workloadsnot Poe
Poe
- Comparing responses across multiple AI modelsnot DeepInfra
- Building and sharing custom prompt-based botsnot DeepInfra
- Accessing premium models without separate subscriptionsnot DeepInfra
- Generating images or video from a chat interfacenot DeepInfra
Where each one falls short
Documented limitations, not opinions. Every one is a constraint you would hit in normal use.
DeepInfra
- Focuses on inference hosting rather than fine-tuning or full training pipelines that competitors like Fireworks AI offer.
- Model selection is limited to what DeepInfra chooses to host, unlike self-managed platforms.
- No published free tier; usage is billed from the first token.
Poe
- Points-based pricing makes cost per message hard to predict across models.
- Heavy usage of top-tier models can exhaust points quickly on lower plans.
- No native fine-tuning or persistent long-term memory across bots.
- Custom bots are limited to prompt engineering rather than full agent tooling.
Pricing, plan by plan
DeepInfra
$0.08/month- Pay-as-you-go$undefined/mo
- Per-model token pricing from $0.08 to $2.85 per million input tokens
- No long-term contract
- DeepCluster$1.98/month
- Dedicated NVIDIA B300 GPU clusters at $1.98/GPU-hour
Poe
Free- FreeFree
- Limited daily messages across select models
- Starter$4.99/month
- Monthly compute points
- Access to premium models
- Premium$19.99/month
- Larger monthly point allowance
- Priority access to premium models
- Premium Plus$49.99/month
- Higher point allowance for heavy usage
Which should you pick?
Choose DeepInfra if
- You need open model hosting.
- You work on web, api.
- You also want pay-per-token pricing.
Choose Poe if
- You need multi-model chat.
- You want to start without paying.
- You work on web, ios, android, windows, mac.
- You also want custom bots.
Questions people ask
- Is DeepInfra or Poe better?
- Neither clearly leads. DeepInfra starts at $0.08/month and Poe at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
- Which is cheaper, DeepInfra or Poe?
- Poe has a free tier; the other does not. Paid plans start at $0.08/month for DeepInfra and Free for Poe.
- Does DeepInfra or Poe run on more platforms?
- DeepInfra runs on web, api. Poe runs on web, ios, android, windows, mac.
- Can I use Poe for free?
- Yes. Poe has a free tier, so you can try it without paying. DeepInfra starts at $0.08/month.
- What is DeepInfra best used for?
- DeepInfra is most often used for running open-source llm inference without managing gpus, serving speech and image generation models via api, cost-sensitive production inference at scale, reserved gpu capacity via deepcluster for steady workloads. Of those, running open-source llm inference without managing gpus and serving speech and image generation models via api are not what Poe is typically brought in for.
- What can DeepInfra do that Poe cannot?
- DeepInfra covers Open model hosting, Pay-per-token pricing, Long context support, DeepCluster. Poe covers Multi-model chat, Custom bots, Image and video generation, Points-based usage.
Answered from the vendors’ own pages
DeepInfra: Is there a free tier on DeepInfra?
No free tier is published; usage is billed pay-as-you-go from the first token, though a credit card or pre-payment is required before you can send requests.
SourcePoe: How does Poe's pricing work?
Poe uses a monthly points system: each subscription tier grants a pool of compute points that are spent per message, with the amount depending on which underlying AI model is used.
SourceDeepInfra: How is usage priced?
Language models are billed per million input/output tokens, other models by inference execution time, and audio models per minute of audio processed, with no minimum commitment.
SourcePoe: Is there a free plan on Poe?
Yes, Poe offers a free tier with limited daily messages across a selection of models before users need a paid subscription for more access.
SourceDeepInfra: What are the Standard, Priority, and Flex tiers?
Standard is default best-effort pricing at 1x, Priority costs 1.5x for faster time-to-first-token during peak demand, and Flex costs 0.8x for non-production or asynchronous workloads.
SourcePoe: What do the paid subscription tiers cost?
Poe offers Starter at $4.99/month, Premium at $19.99/month, and Premium Plus at $49.99/month, each granting a larger monthly pool of compute points.
SourceDeepInfra: How does billing scale with spend?
Accounts advance through usage tiers as cumulative payments cross $20, $100, $500, $2,000, and $10,000 thresholds, with invoices generated monthly or at each threshold.
SourcePoe: What happens if I run out of points?
Once a subscription's monthly point allowance is exhausted, further use of premium models is limited until the points refresh or the user upgrades or purchases more.
SourceDeepInfra: Is there a limit on concurrent requests?
Yes, accounts are limited to 200 concurrent requests by default, though spending limits can also be configured to prevent unexpected charges.
SourcePoe: Can developers build on Poe?
Yes, Poe lets creators build and publish custom bots, and developers can connect their own model endpoints as bots via Poe's API.
SourceRelated pages
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